aide-inhouse-model-runtime SKILL.md skillC
aide-inhouse-model-runtime from anonymousnomad/aide-sovereign-workbench is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add anonymousnomad/aide-sovereign-workbench/aide-inhouse-model-runtime@git:20260908.e9ac98dPins git:20260908.e9ac98d in mdr.lock. Pin the fingerprint instead.
- Audit grade
- C, 13 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- anonymousnomad/aide-sovereign-workbench
- Path
skills/packs/aide-inhouse-model-runtime/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260908.e9ac98d, committed Sep 8, 2026
- Size
- 12,926 bytes
- Repository stars
- 53
- License
- Apache-2.0
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Skill: aide-inhouse-model-runtime # AIDE In-House Model Runtime & Server Launcher SOP ## Objective Provide a deterministic, research-backed Standard Operating Procedure for running in-house GGUF models (starting with `aide-cipher-4b` / Cipher v1) on Windows GTX 1060 using the `llama-server` binary runtime. --- ## 0. Authoritative Launch Flags (VERIFIED 2026-08-27 — read this first) These are the load-bearing facts, each proven by A/B on this exact machine (VMware-SVGA / Pascal GTX 1060 / WDDM). Do NOT re-litigate them. | Flag | Verdict | Why | |---|---|---| | `--no-mmap` | **FORBIDDEN. NEVER add it.** Law comment in `model-manager.mjs:505-509`. | In this VMware-SVGA/Pascal-WDDM env the monolithic private-memory read+upload path of `--no-mmap` **wedges at heavy-init or dies with `0xFFFFFFFF` and zero stderr**. Default mmap streams pages lazily and survives. A/B proof: identical args EXCEPT dropping `--no-mmap` → **model loaded + HTTP bound in 1m12s** with full `-ngl 999` Vulkan + frontier-lora attached, direct completion returned "OK"; every `--no-mmap` sibling wedged/died silently. | …
Read the whole file at its exact version.
How to install
mdr add anonymousnomad/aide-sovereign-workbench/aide-inhouse-model-runtime@sha256:0fdae0c807d58f4eThe line at the top of this page pins the label git:20260908.e9ac98d, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_2gkf7k7zkkxq67kv)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 8, 2026.
Audit of the latest version
- fail: Frontmatter block present
- fail: Frontmatter declares a name
- fail: Frontmatter declares a description
- fail: No link to a raw IP address (matched: http://127.0.0.1:8091)
- pass: Size between 200 bytes and 200 KB (12926 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
anonymousnomad/aide-sovereign-workbench · 53 stars · license Apache-2.0 · pushed 2026-10-26 · branch covert-production
API
GET https://markdownregistry.com/api/v1/artifacts/art_2gkf7k7zkkxq67kv GET https://markdownregistry.com/api/v1/resolve?ref=anonymousnomad/aide-sovereign-workbench/aide-inhouse-model-runtime GET https://markdownregistry.com/api/v1/blob/0fdae0c807d58f4e13d6bed24b43d9ef65709d6a3cd738663e9f286c4d186adc
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.